Sync data from Databricks to Salesforce
Activate your Databricks data by syncing it directly into Salesforce. With Weld's reverse ETL, you can push enriched and transformed data such as Tables, Views, Schemas, and Catalogs from your cloud data warehouse into Salesforce, making it actionable for your team without manual exports or CSV uploads.
Warehouse
Destination
REVERSE ETL
Why sync Databricks to Salesforce?
Combine Databricks data with other customer touchpoints to build a unified customer view across sales, marketing, and support.
Push enriched segments and computed attributes from Databricks into Salesforce to power personalized outreach and targeted campaigns.
Keep Salesforce updated with the latest data from Databricks to automate workflows and reduce manual data entry.
Common use cases
Enrich CRM records
Push computed lead scores, lifetime value, or product usage metrics from Databricks into Salesforce so sales teams have context without switching tools.
Sync customer segments
Automatically update Salesforce lists and tags based on warehouse-computed segments, ensuring your sales and success teams target the right accounts.
Operationalize analytics
Turn insights from your cloud data warehouse into action by pushing model outputs and metrics into Salesforce where your team works.
What data can you sync?
You can sync transformed, enriched data from Databricks to Salesforce. The specific fields and objects depend on what you model in your cloud data warehouse using SQL or dbt transformations.
How to set up Databricks to Salesforce in Weld
Connect your cloud data warehouse
Add Databricks as a data source in Weld by providing your connection credentials. Weld connects securely using encrypted tunnels and never stores raw credentials — only the OAuth token or connection string needed for read access.
Define your transformation
Write a SQL query or dbt model that selects and transforms the data you want to push to Salesforce. This is where you build audience segments, compute lead scores, aggregate metrics, or reshape data into the structure Salesforce expects. You can preview results before activating.
Connect Salesforce
Authenticate Salesforce as a reverse ETL destination. Weld supports OAuth or API key authentication depending on the connector. Once connected, Weld automatically discovers the available objects and fields in Salesforce.
Map fields and configure sync
Map your SQL columns to Salesforce fields using Weld's visual mapper. Choose your sync mode — insert (create new records), update (modify existing), or upsert (create or update) — and set a schedule from every 5 minutes to daily.
Activate and monitor
Enable the sync and monitor it from the Weld dashboard. Track record counts, sync duration, and error rates in real time. Configure Slack or email alerts so you're notified immediately if a sync fails or encounters data quality issues.
ELT vs. reverse ETL: Databricks and Salesforce
ELT (Extract, Load, Transform) moves data from Salesforce into Databricks for analytics. It's about centralizing data in your warehouse so analysts can query and join it with other sources.
Reverse ETL does the opposite — it takes data that's already in Databricks and pushes it into Salesforce so operational teams can act on it. This is the approach used on this page.
Many teams use both: ELT to centralize data in the warehouse, and reverse ETL to activate that data back in business tools. Weld supports both directions between Databricks and Salesforce.
Technical considerations
Sync modes
Choose between insert, update, or upsert sync modes when pushing data to Salesforce. Upsert is recommended to avoid duplicates.
Rate limits
Weld respects Salesforce's API rate limits and automatically throttles requests to avoid hitting quotas.
Data freshness
Sync frequency depends on your Weld plan. Most connectors support schedules from every 5 minutes up to daily intervals.
Security
All data is encrypted in transit (TLS) and at rest. Weld is SOC 2 Type II compliant and supports IP whitelisting for database connections.
Frequently asked questions
How do I sync Databricks data to Salesforce?
Sign up for Weld, connect Databricks as a source and Salesforce as a reverse ETL destination. Weld handles the extraction, loading, and lets you transform data using SQL or dbt.
What Databricks data can I sync to Salesforce?
You can sync Tables, Views, Schemas, and Catalogs. The available objects depend on your Databricks account permissions and configuration.
How often does Weld sync data from Databricks?
Sync frequency depends on your Weld plan. Schedules range from every 5 minutes to daily intervals. Each sync processes only new and changed data.
What is reverse ETL and how does it work with Salesforce?
Reverse ETL takes data from a warehouse or database and pushes it into operational tools like Salesforce. With Weld, you write a SQL query to define what data to sync, map it to Salesforce fields, and schedule the sync.
Is the Databricks to Salesforce integration secure?
Yes. Weld encrypts all data in transit and at rest, is SOC 2 Type II certified, and supports IP whitelisting. Credentials are stored encrypted and never logged.
Can I also sync data from Salesforce to Databricks?
Yes. Weld supports both directions. You can use ELT to pull data from Salesforce.
Start syncing Databricks data to Salesforce
Set up your reverse ETL pipeline in minutes. No credit card required.
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